MODIS NDVI time series clustering under dynamic time warping. - Zheng Zhang 021; Ping Tang; Lian-Zhi Huo; Zengguang Zhou (Int. J. Wavelets Multiresolution Inf. Process., 2014)

Continuous anomaly detection in satellite image time series based on Z-scores of Season-Trend model Residuals. - Zengguang Zhou; Ping Tang (IGARSS, 2016)

Improving time series anomaly detection based on exponentially weighted moving average (EWMA) of season-trend model residuals. - Zengguang Zhou; Ping Tang (IGARSS, 2016)

Monitoring abrupt changes in satellite time series by seasonal confidence interval of regression residuals. - Zengguang Zhou; Chang-Miao Hu; Ping Tang; Zheng Zhang 021 (Int. J. Wavelets Multiresolution Inf. Process., 2016)

Using An Attention-Based LSTM Encoder-Decoder Network for Near Real-Time Disturbance Detection. - Yuan Yuan 026; Lei Lin 002; Lian-Zhi Huo; Yun-long Kong; Zengguang Zhou; Bin Wu; Yan Jia 004 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

SITS-Former: A pre-trained spatio-spectral-temporal representation model for Sentinel-2 time series classification. - Yuan Yuan 026; Lei Lin 002; Qingshan Liu 001; Renlong Hang; Zengguang Zhou (Int. J. Appl. Earth Obs. Geoinformation, 2022)

An Empirical Study on Data Augmentation for Pixelwise Satellite Image Time-Series Classification and Cross-Year Adaptation. - Yuan Yuan 026; Lei Lin 002; Qi Xin; Zengguang Zhou; Qingshan Liu 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)